Exploring electron beam induced atomic assembly via reinforcement learning in a molecular dynamics environment *

Machine learning–accelerated computational fluid dynamics

(2021) Dmitrii Kochkov et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Autonomous reinforcement learning agent for stretchable kirigami design of 2D materials

(2021) Pankaj Rajak et al.   npj Computational Materials

Electron-beam introduction of heteroatomic Pt–Si structures in graphene

(2020) Ondrej Dyck et al.   CARBON

Fast Scanning Probe Microscopy via Machine Learning: Non‐Rectangular Scans with Compressed Sensing and Gaussian Process Optimization

(2020) Kyle P. Kelley et al.   Small

Nonadiabatic Effects on Defect Diffusion in Silicon-Doped Nanographenes

(2020) David B. Lingerfelt et al.   NANO LETTERS

Electronically Nonadiabatic Structural Transformations Promoted by Electron Beams

(2019) David B. Lingerfelt et al.   ADVANCED FUNCTIONAL MATERIALS

Atomic‐Scale Manipulation and In Situ Characterization with Scanning Tunneling Microscopy

(2019) Wonhee Ko et al.   ADVANCED FUNCTIONAL MATERIALS

Electron-Beam Manipulation of Silicon Dopants in Graphene

(2018) Mukesh Tripathi et al.   NANO LETTERS

Building Structures Atom by Atom via Electron Beam Manipulation

(2018) Ondrej Dyck et al.   Small

The atomic simulation environment—a Python library for working with atoms

(2017) Ask Hjorth Larsen et al.   JOURNAL OF PHYSICS-CONDENSED MATTER

Manipulating low-dimensional materials down to the level of single atoms with electron irradiation

(2017) Toma Susi et al.   ULTRAMICROSCOPY

Fire up the atom forge

(2016) Sergei V. Kalinin et al.   NATURE

Atomic-scale electrochemistry on the surface of a manganite by scanning tunneling microscopy

(2015) Rama K. Vasudevan et al.   APPLIED PHYSICS LETTERS

Modelling the inelastic scattering of fast electrons

(2015) L.J. Allen et al.   ULTRAMICROSCOPY

Synergy of elastic and inelastic energy loss on ion track formation in SrTiO3

(2015) William J. Weber et al.   Scientific Reports

Silicon–Carbon Bond Inversions Driven by 60-keV Electrons in Graphene

(2014) Toma Susi et al.   PHYSICAL REVIEW LETTERS

Atomic scale dynamics of a solid state chemical reaction directly determined by annular dark-field electron microscopy

(2014) Timothy J. Pennycook et al.   Scientific Reports

Direct writing on graphene ‘paper’ by manipulating electrons as ‘invisible ink’

(2013) Wei Zhang et al.   NANOTECHNOLOGY

A single-atom transistor

(2012) Martin Fuechsle et al.   Nature Nanotechnology

Ohm's Law Survives to the Atomic Scale

(2012) B. Weber et al.   SCIENCE

Observation of Transient Structural-Transformation Dynamics in a Cu2S Nanorod

(2011) H. Zheng et al.   SCIENCE

Atom-by-atom structural and chemical analysis by annular dark-field electron microscopy

(2010) Ondrej L. Krivanek et al.   NATURE

Spectroscopy of few-electron single-crystal silicon quantum dots

(2010) Martin Fuechsle et al.   Nature Nanotechnology

Fabrication and characterization of cellular iron nanocrystalline film

(2008) Wei Zhang et al.   NANOTECHNOLOGY